• Title/Summary/Keyword: layer method

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Extended Additional Layer Method for the Calculation of TM mode coupling coefficient for Trapezoidal Gratings (확장된 새로운 층 방법을 이용한 사다리꼴 회절격자의 TM 모드의 결합계수 계산)

  • 조성찬;이동찬;김부균
    • Journal of the Korean Institute of Telematics and Electronics D
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    • v.35D no.9
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    • pp.87-92
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    • 1998
  • TM mode coupling coefficients for a generic five-layer DFB structure with trapezoidal and triangular gratings are calculated using the extended additional layer method. To determine the unperturbed field distributions of TM modes, a grating region is replaced by a new uniform layer whose inverse dielectric constant is the average value of the inverse dielectric constant of grating region in both longitudinal and transverse directions. Based on the self-consistent check, the validity of this method is established by comparing the results calculated by partitioning the grating region up to six uniform layers.

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Two Scale Fusion Method of Infrared and Visible Images Using Saliency and Variance (현저성과 분산을 이용한 적외선과 가시영상의 2단계 스케일 융합방법)

  • Kim, Young Choon;Ahn, Sang Ho
    • Journal of Korea Multimedia Society
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    • v.19 no.12
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    • pp.1951-1959
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    • 2016
  • In this paper, we propose a two-scale fusion method for infrared and visible images using saliency and variance. The images are separated into two scales respectively: a base layer of low frequency component and a detailed layer of high frequency component. Then, these are synthesized using weight. The saliencies and the variances of the images are used as the fusion weights for the two-scale images. The proposed method is tested on several image pairs, and its performance is evaluated quantitatively by using objective fusion metrics.

Efficient weight initialization method in multi-layer perceptrons

  • Han, Jaemin;Sung, Shijoong;Hyun, Changho
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 1995.09a
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    • pp.325-333
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    • 1995
  • Back-propagation is the most widely used algorithm for supervised learning in multi-layer feed-forward networks. However, back-propagation is very slow in convergence. In this paper, a new weight initialization method, called rough map initialization, in multi-layer perceptrons is proposed. To overcome the long convergence time, possibly due to the random initialization of the weights of the existing multi-layer perceptrons, the rough map initialization method initialize weights by utilizing relationship of input-output features with singular value decomposition technique. The results of this initialization procedure are compared to random initialization procedure in encoder problems and xor problems.

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Intelligent Gain and Boundary Layer Based Sliding Mode Control for Robotic Systems with Unknown Uncertainties

  • Yoo, Sung-Jin;Park, Jin-Bae;Choi, Yoon-Ho
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.2319-2324
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    • 2005
  • This paper proposes a intelligent gain and boundary layer based sliding mode control (SMC) method for robotic systems with unknown model uncertainties. For intelligent gain and boundary layer, we employ the self recurrent wavelet neural network (SRWNN) which has the properties such as a simple structure and fast convergence. In our control structure, the SRWNNs are used for estimating the width of boundary layer, uncertainty bound, and nonlinear terms of robotic systems. The adaptation laws for all parameters of SRWNNs and reconstruction error bounds are derived from the Lyapunov stability theorem, which are used for an on-line control of robotic systems with unknown uncertainties. Accordingly, the proposed method can overcome the chattering phenomena in the control effort and has the robustness regardless of unknown uncertainties. Finally, simulation results for the three-link manipulator, one of the robotic systems, are included to illustrate the effectiveness of the proposed method.

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Chemical and Microstructural Changes at Interfaces between $ZrO_2.SiO_2$ Glass Fibers Prepared by Sol-Gel Method and Cement Matrices

  • Shin, Dae-Yong;Han, Sang-Mok
    • The Korean Journal of Ceramics
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    • v.1 no.3
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    • pp.160-164
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    • 1995
  • Mechanical and chemical tests were performed on $Zro_2 \cdot SiO_2$ glass fibers manufactured by the sol-gel method and E-glass fibers-reinforced cement composites in order to investigate the interactions between glass fibers and cement matrices. Chemical attack leads to corrosion of the glass fiber surfaces. In the corrosion reactions, the surface of $30ZrO_2 \cdot 70 SiO_2$ glass fibers developed a densified concentric layer, which consists of glass corrosion products with much higher Zr and lower Si than the fresh glass fiber. The layer of reaction product is regarded to stiffen the cement matrices and provide a useful improvement to the mechanical properties. The addition of $ZrO_2$ content increases the corrosion resistance of glass fibers in cement by forming a passivating layer on the surface of glass fibers.

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Analysis of Multiple Slab Waveguides by using Leaky Layer (Leaky Layer를 이용한 Multiple 평판 도파로의 해석)

  • Kim, Yun-Jung;Seo, Jeong-Hun;Lee, Se-Ho;Kim, Chang-Min
    • The Transactions of the Korean Institute of Electrical Engineers C
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    • v.48 no.1
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    • pp.57-61
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    • 1999
  • Multiple slab waveguides are analyzed by using the transfer matrix method and by introducing a virtual leaky layer. It is shown that the analysis is conceptually equivalent to the prism coupling phenomenon. The Lorentzian function is made use of toobtain the eigenvalues of multiple waveguides. Computer simulations are performed onsingle layered, double layered wavegurdes. The calculation results are confirmed to agree well with those of the finite difference method.

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SiO2/ZnS:Cu/ZnS Triplex Layer Coatings for Phosphorescence Enhancement

  • Zhang, Wen-Tao;Lee, Hong-Ro
    • Journal of the Korean institute of surface engineering
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    • v.41 no.4
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    • pp.169-173
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    • 2008
  • The objective of this study is to coat the $SiO_2$ layer uniformly on the ZnS:Cu phosphors by using Sol-Gel method. From results of SEM micrographs observation, XRD and XPS analysis, it could be confirmed that $SiO_2$ layer was relatively well coated on ZnS:Cu particles. $Ag_2S$ was used as a decoding chemical to analyze the dense and uniform coating performance of $SiO_2$ layer on phosphor particles. It could be concluded that phosphors synthesized from our two step replacement method showed strong blue peak comparing to other method and rather weak green peak also. Obtained particle size of phosphors were about 20m diameter. Luminescence properties of the phosphors were examined by photoluminescence spectra at the excitation wavelength of 270 nm.

Elliptic Numerical Wave Model Using Generalized Conjugate Gradient Method (GCGM을 이용한 타원형 수치 파랑모형)

  • 윤종태
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.10 no.2
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    • pp.93-99
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    • 1998
  • Parabolic approximation and sponge layer are applied as open boundary condition for elliptic finite difference wave model. Generalized conjugate gradient method is used as a solution procedure. Using parabolic approximation a large part of spurious reflection is removed at the spherical shoal experiment and sponge layer boundary condition needs more than 2 wave lengths of sponge layer to give similar results. Simulating the propagation of waves on a rectangular harbor, it is identified that iterative scheme can be applied easily for the non-rectangular computational region.

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Formation of an Aluminum Parting Layer in the Fabrication of Field Emitter Arrays Using Reflow Method

  • Kang, Seung-Youl;Jung, Moon-Youn;Cho, Young-Rae;Song, Yoon-Ho;Lee, Sang-Kyun;Kim, Do-Hyung;Lee, Jin-Ho;Cho, Kyoung-Ik
    • 한국정보디스플레이학회:학술대회논문집
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    • 2000.01a
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    • pp.219-220
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    • 2000
  • We propose a new method for the formation of an aluminum parting layer in the fabrication of field emitter arrays, in which we used a reflow property of aluminum at a lower temperature than the deformation point of glass. After the sputtered aluminum layer on the gate metal was etched for the formation of gate holes, we carried out a rapid thermal annealing process, by which the aluminum slightly diffused into the gate hole. This reflowed aluminum could be used as a parting layer and emitter arrays were easily fabricated using this method.

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Adaptive Cross-Layer Packet Scheduling Method for Multimedia Services in Wireless Personal Area Networks

  • Kim Sung-Won;Kim Byung-Seo
    • Journal of Communications and Networks
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    • v.8 no.3
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    • pp.297-305
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    • 2006
  • High-rate wireless personal area network (HR-WPAN) has been standardized by the IEEE 802.15.3 task group (TG). To support multimedia services, the IEEE 802.15.3 TG adopts a time-slotted medium access control (MAC) protocol controlled by a central device. In the time division multiple access (TDMA)-based wireless packet networks, the packet scheduling algorithm plays a key role in quality of service (QoS) provisioning for multimedia services. In this paper, we propose an adaptive cross-layer packet scheduling method for the TDMA-based HR-WPAN. Physical channel conditions, MAC protocol, link layer status, random traffic arrival, and QoS requirement are taken into consideration by the proposed packet scheduling method. Performance evaluations are carried out through extensive simulations and significant performance enhancements are observed. Furthermore, the performance of the proposed scheme remains stable regardless of the variable system parameters such as the number of devices (DEVs) and delay bound.